Junior Data Analyst CV Example & Writing Guide
Getting a first data analyst job without professional experience is a challenge, but a well-constructed CV can absolutely get you shortlisted. Hiring managers for junior roles look for four things: SQL ability (it is the non-negotiable foundation), Python or Excel proficiency, evidence of analytical thinking, and any project that demonstrates you can turn data into insight. Academic projects, personal data projects, Kaggle competitions, and Google Data Analytics or similar certifications all count as real evidence. ATS systems filter for the same keywords regardless of seniority — SQL, Python, Excel, Tableau, Power BI — so list every tool you've worked with, including in academic or self-taught contexts.
Use this example as your starting point
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Junior Data Analyst CV Example — Sample
Alex Johnson
Data Analyst Intern
alex.johnson@email.com · London, UK · linkedin.com/in/alexjohnson
Professional Summary
Data Analytics graduate (Distinction, MSc Data Science, University of Leeds) with strong SQL, Python, and Tableau skills. Completed 3 end-to-end data projects including a customer churn prediction model and a Tableau dashboard used by a real charity. Google Data Analytics certified. Actively seeking a junior analyst role in e-commerce or SaaS.
Experience
Data Analyst Intern
Forma Analytics Consultancy
- —Wrote SQL queries against a PostgreSQL database of 4M+ rows to support client reporting needs
- —Built 3 Tableau dashboards for a retail client tracking sales, returns, and margin — used in weekly management meetings
- —Automated a weekly Excel report using Python (pandas), saving the team 3 hours per week
Academic & Personal Projects
MSc Data Science, University of Leeds
- —Churn prediction model (Python, scikit-learn, SQL): 82% accuracy on telecom dataset — published on GitHub with full write-up
- —Charity impact dashboard (Tableau Public): visualised donation and volunteer data for a local charity — presented findings to board of trustees
- —Kaggle: top 18% finish in Titanic competition and top 25% in house price prediction challenge
Skills
SQL, Python (pandas, numpy, matplotlib, scikit-learn), Tableau, Power BI, Excel (pivot tables, VLOOKUP, Power Query), Google Analytics, Git, statistics, data visualisation, Google Data Analytics (certified)
Sample CV for illustration. Build yours free with CVmake — AI fills in your real details.
How to write a Junior Data Analyst CV Example: 6 key tips
- 1
Lead with your strongest technical signal — usually SQL or a Python project with real output
- 2
Include academic projects as proper experience entries: what was the question, what data, what outcome?
- 3
List every tool in a dedicated Skills section — SQL, Python, Tableau, Excel, Power BI — ATS needs exact names
- 4
Certifications matter at junior level: Google Data Analytics, IBM Data Science, SQL certifications
- 5
Link to Tableau Public dashboards or a GitHub portfolio — visible work beats a list of skills
- 6
Keep it to one page — tight formatting shows analytical clarity
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